📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

R scripts and data files for the Fantasy Football Analytics website

Collection of tools and scripts for analysis and visualisation of football data.

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A curated list of football analytics awesome resources, articles, books and more!

Soccer/football analytics blog posts & data viz from the World Cup, Premier League, Copa America, and beyond. Using ggplot2, ggsoccer, & more. (Est. June 2018) ****Please look at the README for best version of the code!****

⚽ High-performance football analytics: build data pipelines, scrape data, model matches, rank teams, and bet smarter | Powered by www.pena.lt/y 🚀

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Open-source tutorials and code snippets for football analytics

A Python package for data visualisation for football analytics.

Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning prediction... This is a companion python module for octosport medium blog.

Scripts and other stuff used in my football analytics blog

Real-time football video analytics: player/ball/referee tracking and pitch keypoints. YOLO, HRNet, OSNet, ByteTrack, FastAPI. Game state recognition with lightweight CLIP/VLM validation. Python, OpenCV, CUDA/MPS.

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A repository for football analytics

AIFootballPredictions is an ML-based system to predict if a football match will have over 2.5 goals. Using historical data from top European leagues (Serie A, EPL, Bundesliga, La Liga, Ligue 1), it employs advanced feature engineering and model training techniques to provide accurate predictions. Perfect for sports analytics enthusiasts.

Utilising the free women's football data supplied by Statsbomb to help explore and teach football analytics

This football analytics package is based on a series of Towards Data Science articles by Ofir Magdaci. Using this package, you can to download pre-trained models or run and create your own.

Fast, Robust, Rust-powered Positional Tracking Data Loading for Football Analytics

This project aims to make ESPN Fantasy Football statistics easily available. With the introduction of version 3 of the ESPN's API, this structure creates leagues, teams, and player classes that allow for advanced data analytics and the potential for many new features to be added.

Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC

Real-time Football Analysis system using YOLO11, OpenCV, and K-Means Clustering for player tracking and possession stats.

A platform for fantasy football leagues, analytics, dfs and betting.

a shot at coordinating open source football analytics builders to work towards common standards with interoperability as the goal

Analytics dashboard for football match intelligence. Features pitch control models, sprint efficiency algorithms, tactical event sequencing, and interactive visualizations. SkillCorner X PySport Analytics Cup submission.

Collection of stuff for football analytics

Textbook for Fantasy Football Analytics course

Exploring football and other sports through data. Includes analyses of match events, player performance, xG models, tactical visualizations, and predictive insights.

Tipico betbot, which fetches football predictions from boggio-analytics, parses them and places them on Tipico using Selenium.